Evaluating the Effects of a Priori Deep Learning Image Synthesis on Multi-Modal MR-to-CT Image Registration Performance.
Nils FrohwitterAlessa HeringRalf MöllerMattis HartwigPublished in: HEALTHINF (2023)
Keyphrases
- multi modal
- image synthesis
- deep learning
- image registration
- multi modality
- medical imaging
- medical images
- deformable registration
- computer graphics
- magnetic resonance
- mutual information
- unsupervised learning
- image processing
- machine learning
- image pairs
- computer vision
- image annotation
- x ray
- image analysis
- multiscale
- three dimensional
- high dimensional
- mental models
- weakly supervised
- imaging modalities
- model selection
- active contours
- image data
- deformable models
- magnetic resonance images
- supervised learning
- principal component analysis